Concepedia

A convolutional neural network approach for counting and geolocating citrus-trees in UAV multispectral imagery

Lucas Prado Osco, Mauro dos Santos de Arruda, José Marcato, Neemias Bucéli da Silva, Ana Paula Marques Ramos, Érika Akemi Saito Moryia, Nilton Nobuhiro Imai, Danillo Roberto Pereira, José Eduardo Creste, Edson Takashi Matsubara,

ISPRS Journal of Photogrammetry and Remote Sensing · 2019 · 191 citations · 59 references

Open access

Concepts

ComputingForestryGeoinformaticsComputer VisionCrop SensingRemote SensingAgricultural Machine VisionCanopy SensingRemote Sensing IntegrationVegetation MonitoringConvolutional Neural Network DetectionConvolutional Neural NetworksFruit CountingTree CountingUnmanned Aerial Vehicle Crop Monitoring

References

59

Very Deep Convolutional Networks for Large-Scale Image Recognition

Karen Simonyan, Andrew Zisserman · arXiv (Cornell University) · 2014 · 75.5K citations · Full text

Computing, Computer Science, Computer Vision +11

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

Shaoqing Ren, Kaiming He, Ross Girshick et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 54.2K citations

Computing, Computer Science, Computer Vision +14

Proceedings of IEEE International Conference on Computer Vision

1995 · 12.9K citations

Computing, Computer Engineering, Computer Science +14

Realtime Multi-person 2D Pose Estimation Using Part Affinity Fields

Zhe Cao, Tomas Simon, Shih-En Wei et al. · 2017 · 7.3K citations

Computing, Computer Science, Computational Geometry +14

Deep learning in agriculture: A survey

Andreas Kamilaris, Francesc X. Prenafeta‐Boldú · Computers and Electronics in Agriculture · 2018 · 4.6K citations · Full text

Engineering, Agricultural Engineering, Computer Science +12